{
  "date": "2026-10-07",
  "scope": "Local synthetic fixtures; serialized input estimates, not provider usage or invoices.",
  "source_revisions": {
    "service": "736d4552d929b2d0be8aefbb4efae0315bc08802",
    "gateway": "c3fa7def5f49067aa12b7d77a63cf6a8d1fbc375"
  },
  "helper_source_sha256": {
    "gateway/src/aixy/gateway/modules/mcp/domain/discovery.py": "e19375f6a3af736a5824e047b6051db28efd0acacd6134a186eea21d4b6195ed",
    "gateway/src/aixy/gateway/modules/mcp/application/gateway.py": "0ebdc4f3bb7847dbbd0024f6c50cefbb48fc8b906f528c5b7d5a800a45d2507d"
  },
  "capture_script_sha256": "840556cb36c3babee3349e72e074aa1482de2d0d57aa29235e3f2c7915cc0eac",
  "service_lock_sha256": "306e9dcb6cdd5b3334a5199dcb5ddfc88ad3f136695cbd42c319569c13504abd",
  "baseline_file": "mcp-context-fixtures-2026-10-06.json",
  "baseline_sha256": "ccbc9459622303368e68e5d59f538bf409f14bbac847ee6030bf495f1ce3679f",
  "runtime": "CPython 3.12.14 on Darwin arm64",
  "packages": {
    "tiktoken": "0.14.0",
    "toon-format": "1.1.0",
    "bm25s": "0.3.11",
    "grpcio": "1.84.0",
    "protobuf": "7.36.2"
  },
  "capture": "Current DiscoverTools RPC on an ephemeral local SQLite-backed service. Four literal helpers from the recorded gateway source. No live accounts, model inference or native execution. TOON is an offline same-data control.",
  "sample": "The eleven frozen 6 October native catalogs, plus one synthetic declared GitHub identity dependency. Ten deterministic sequences, fixed successful result; two initial 100-tool catalogs.",
  "helper_count": 4,
  "historical_helper_count": 2,
  "historical_label_correction": "The 6 October initial control contains search and execute only, not four helpers. Its frozen files and counts are unchanged.",
  "sequence_baseline": "Previous verbose discovery replies and legacy search/execute helpers from the frozen capture, with the two current connection helpers added to every previous request. Current requests contain all four actual gateway helpers. Native catalogs, user prompt, execution arguments and fixed successful result are unchanged. Schema lookup rounds follow the captured primary schema.",
  "encoding_baseline": "Same decoded response value and schema constraints; current compact JSON versus offline TOON. This control is distinct from the previous discovery sequence.",
  "limitations": "Local serialized input estimates with simulated model steps. No live accounts, native execution, provider framing, inference, quality, retries, latency, prompt caching or billed cost. Initial eager requests contain 100 native definitions; discovery requests contain four gateway helpers. Percentages have different denominators and cannot be added.",
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}